Carlos Abreu Ferreira

According to our database1, Carlos Abreu Ferreira authored at least 27 papers between 2008 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification.
CoRR, 2021

Generalised Partial Association in Causal Rules Discovery.
Proceedings of the Progress in Artificial Intelligence, 2021

Predicting Predawn Leaf Water Potential up to Seven Days Using Machine Learning.
Proceedings of the Progress in Artificial Intelligence, 2021

A Multi-spot Murmur Sound Detection Algorithm and Its Application to a Pediatric and Neonate Population.
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

Improving Prediction with Causal Probabilistic Variables.
Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020

Contrasting logical sequences in multi-relational learning.
Prog. Artif. Intell., 2019

Classifying Heart Sounds Using Images of Motifs, MFCC and Temporal Features.
J. Medical Syst., 2019

Sequence and Network Mining of Touristic Routes Based on Flickr Geotagged Photos.
Proceedings of the Progress in Artificial Intelligence, 2019

Heart Sounds Classification Using Images from Wavelet Transformation.
Proceedings of the Progress in Artificial Intelligence, 2019

Using Soft Attention Mechanisms to Classify Heart Sounds.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Improving acute kidney injury detection with conditional probabilities.
Intell. Data Anal., 2018

Agribusiness Intelligence: Grape Production Forecast Using Data Mining Techniques.
Proceedings of the Trends and Advances in Information Systems and Technologies, 2018

Artificial Neural Networks Classification of Patients with Parkinsonism based on Gait.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Acute Kidney Injury Detection: An Alarm System to Improve Early Treatment.
Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

Classifying Heart Sounds Using Images of MFCC and Temporal Features.
Proceedings of the Progress in Artificial Intelligence, 2017

Automatic Classification of Anuran Sounds Using Convolutional Neural Networks.
Proceedings of the Ninth International C* Conference on Computer Science & Software Engineering, 2016

Exploring multi-relational temporal databases with a propositional sequence miner.
Prog. Artif. Intell., 2015

Adaptive Model Rules from Data Streams.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Learning Model Rules From High-Speed Data Streams.
Proceedings of the 3rd Workshop on Ubiquitous Data Mining co-located with the 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), 2013

Bus Bunching Detection by Mining Sequences of Headway Deviations.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2012

Identifying Relationships in Transactional Data.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012

Predicting Ramp Events with a Stream-Based HMM Framework.
Proceedings of the Discovery Science - 15th International Conference, 2012

Sequential Pattern Knowledge in Multi-Relational Learning.
Proceedings of the Computer and Information Sciences II, 2011

Predictive Sequence Miner in ILP Learning.
Proceedings of the Inductive Logic Programming - 21st International Conference, 2011

Constrained Sequential Pattern Knowledge in Multi-relational Learning.
Proceedings of the Progress in Artificial Intelligence, 2011

Sequential Pattern Mining in Multi-relational Datasets.
Proceedings of the Current Topics in Artificial Intelligence, 2009

RUSE-WARMR: Rule Selection for Classifier Induction in Multi-relational Data-Sets.
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008